import pandas as pd
pd.set_option('display.unicode.east_asian_width',True)
df = pd.read_excel('产品订单信息表.xlsx')
df1 = pd.crosstab(index=df['性别'],columns=df['产品类型'])
print(('统计性别和商品类型交叉频数的数据df1: \n',df1))
df2 = pd.crosstab(index=df['性别'],columns=df['产品类型'],margins=True)
print(('统计和汇总性别和商品类型交叉频数的数据df2: \n',df2))
df3 = pd.crosstab(index=df['性别'],columns=df['产品类型'],margins=True,normalize=True)
print(('统计和汇总性别和商品类型交叉频数的数据df3: \n',df3))
df4 = pd.crosstab(index=df['性别'],columns=df['产品类型'],margins=True,margins_name='总数',normalize='index')
print(('按行统计和汇总性别和商品类型交叉频数的数据df4: \n',df4))